Run
8870049

Run 8870049

Task 3011 (Supervised Classification) hypothyroid Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-Standardize-IBk5.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
831.6709
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0729
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9295
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4715
Cross-validation details (10-fold Crossvalidation)
Recall
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0309
Cross-validation details (10-fold Crossvalidation)